Giants' Jaxson Dart tried to reenter game with knee injury but had jersey taken away: reports From the Chargers to the Colts and Falcons, which of the NFL's eight winless teams are already in panic mode Giants' season-opening high comes crashing down as Jaxson Dart's knee injury overshadows Rams' blowout win Chiefs coach suggests Taylor Swift has sparked Travis Kelce's performance in first two weeks of season Michael Penix Jr. officially named Falcons starter for a short-week trial by fire against Packers ESPN deserves credit for pushing back on Dan Le Batard's false accusation of racism Jerry Jones issues'dangerous' warning after Cowboys topple Commanders behind Dak Prescott's historic day Craig Carton roasts Bears' Caleb Williams for emotional reaction to hamstring injury against Vikings Commanders face critical decision on Jayden Daniels' elbow as specialists review MRI results Dr Siegel shares miracles from his book'The Angels Among Us' Sean Duffy reacts to Democratic pushback on FAA's new AI tool to cut flight delays Rubio questions'point' of NATO after US blocked from bases Mamdani touts'productive' meeting with Trump in New York City Latvian official says Ukraine has'frozen the front' in war with Russia Rubio warns that Iran is'run by lunatic clerics' The absolute gem of a weekend in Oxford has come and gone, with a day of college football that could rival anything we've seen in recent memory. Ole Miss versus LSU delivered pure cinema, largely because of Lane Kiffin's dramatic return to Oxford. Now, all sides can move on until the two teams meet again next year in Baton Rouge. While much of the theatrics surrounding Kiffin's return felt like an attempt to sell tickets to a show that had already sold itself, the weekend still delivered an experience that will be remembered for decades. Both Ole Miss and LSU fans will now come to grips with the fact that life goes on, especially during the 2026 season.

Giants' Jaxson Dart tried to reenter game with knee injury but had jersey taken away: reports From the Chargers to the Colts and Falcons, which of the NFL's eight winless teams are already in panic mode Giants' season-opening high comes crashing down as Jaxson Dart's knee injury overshadows Rams' blowout win Chiefs coach suggests Taylor Swift has sparked Travis Kelce's performance in first two weeks of season Michael Penix Jr. officially named Falcons starter for a short-week trial by fire against Packers ESPN deserves credit for pushing back on Dan Le Batard's false accusation of racism Jerry Jones issues'dangerous' warning after Cowboys topple Commanders behind Dak Prescott's historic day Craig Carton roasts Bears' Caleb Williams for emotional reaction to hamstring injury against Vikings Commanders face critical decision on Jayden Daniels' elbow as specialists review MRI results Dr Siegel shares miracles from his book'The Angels Among Us' Sean Duffy reacts to Democratic pushback on FAA's new AI tool to cut flight delays Rubio questions'point' of NATO after US blocked from bases Mamdani touts'productive' meeting with Trump in New York City Latvian official says Ukraine has'frozen the front' in war with Russia Rubio warns that Iran is'run by lunatic clerics' OutKick Sports 5 tough questions Colin Kaepernick didn't hear during his media tour | Matt Calkins The former NFL quarterback has appeared on'The View,' 'The Daily Show' and'The Pivot' without facing pushback It was a massive mistake for their brand? There was The View, The Daily Show and The Pivot. There was a sit-down with Trevor Noah and a chat with Jemele Hill. Colin Kaepernick's face has been ubiquitous over the past few days as he's been promoting his new book The Perilous Fight. But one thing has been conspicuously absent from the former NFL quarterback's press tour: a single probing question.

Comedian Tim Dillon slams Sydney Sweeney critics upset with steamy ad: 'How insane is that? How one Indiana city went from skeptical to serious contender for Bears' new stadium Ex-Roanoke swimmer speaks out against Virginia Governor Abigail Spanberger for axing women's sports protection Vanderbilt pulled off the most improbable last-second victory you'll ever see in college football ESPN reporter claims she'made it out alive' after vintage Bill Belichick sideline interview Rams coach Sean McVay's '60 Minutes' interview reveals why you shouldn't find your identity in your job Chase Daniel nearly made Tim Tebow walk off the set of'SEC Nation' with'derogatory' comment about Florida Pat McAfee might have made an illegal immigration joke on'College GameDay,' liberals lose their minds Miami QB Darian Mensah continues to set records, but could soft schedule cost him a Heisman? Vivek Ramaswamy warns against Democrats' efforts to'exercise control' over AI Local company helps bring visitors back after NC's Hurricane Helene Piers Morgan shares why he'instantly' left the UK Larry Kudlow: Let's not throw a wrench into the AI movement Mark Levin: AI data centers aren't going to kill you The CCP would use AI to'malevolent' ends: Matthew Continetti Iran was preparing to launch'Armageddon,' Rep Tim Burchett says Iran was preparing to launch'Armageddon,' Rep Tim Burchett says OutKick Sports Lane Kiffin couldn't help himself, takes petty shot at Ole Miss fans after LSU loss in his return to Oxford Trinidad Chambliss led the Rebels past Kiffin's Tigers 32-24 as Vaught-Hemingway Stadium set an all-time attendance record Lane Kiffin has picked up his fair share of criticism over the years, but if there is one thing no one can argue about the man, it is that he isn't going to change his personality for the sake of the situation. One specific soundbite he delivered after his return to Ole Miss went the wrong way for him and his LSU Tigers perfectly encapsulates that. The Week 3 matchup between LSU and Ole Miss delivered in every way imaginable, which isn't often the case in such highly anticipated events.

Vanderbilt pulled off the most improbable last-second victory you'll ever see in college football ESPN reporter claims she'made it out alive' after vintage Bill Belichick sideline interview Rams coach Sean McVay's '60 Minutes' interview reveals why you shouldn't find your identity in your job Chase Daniel nearly made Tim Tebow walk off the set of'SEC Nation' with'derogatory' comment about Florida Pat McAfee might have made an illegal immigration joke on'College GameDay,' liberals lose their minds Miami QB Darian Mensah continues to set records, but could soft schedule cost him a Heisman? Entire California high school football team suspended after mascot's obscene gesture Caitlin Clark'would sign up' for potential WNBA game overseas after returning from World Cup Piers Morgan shares why he'instantly' left the UK Larry Kudlow: Let's not throw a wrench into the AI movement Mark Levin: AI data centers aren't going to kill you The CCP would use AI to'malevolent' ends: Matthew Continetti Iran was preparing to launch'Armageddon,' Rep Tim Burchett says Iran was preparing to launch'Armageddon,' Rep Tim Burchett says Assistant AG warns'vulnerabilities are severe' amid alleged election fraud crackdown Saudi Arabia's capital of Riyadh on edge after reported explosions Assistant AG warns'vulnerabilities are severe' amid alleged election fraud crackdown Saudi Arabia's capital of Riyadh on edge after reported explosions'Believe in yourself': Miracle Mop creator marks 30 years of invention You can call it karma. You can call it revenge for everything that transpired over the past ten months. But, for those roaming the Ole Miss campus following the cinematic win over LSU, it was more of a sign that this football program is going to be just fine without Lane Kiffin. This page may contain affiliate links to legal sports betting partners.

Kyler Murray out with concussion so door opens for Carson Wentz as Vikings' new starter - perhaps for a while Lane Kiffin's visit to Oxford isn't the first time a coach made an unwelcome return to his former school Patriots coach Mike Vrabel does about-face on TreVeyon Henderson's activism after Russini scandal Syracuse football coach mocked for trying to intimidate a ref, Mets medical staff looks lost & MLB WAG Brylie! Formula One driver Lewis Hamilton tells Macklemore he is'standing' in solidarity with him on Palestine Maye Musk defends Sydney Sweeney's nude sports ad and recalls 12-year path to citizenship Ryan Clark again accuses ESPN of leaking his firing to OutKick: Here's the real story Sophie Cunningham says what other gaslighting female athletes won't about the naked Sydney Sweeney ad Steve Sarkisian says he should have shown'more patience' after running from Holly Rowe interview Bills cruise past Lions to christen new home behind Josh Allen's five-touchdown performance Patriots' TreVeyon Henderson explains siding with family over DCF in custody dispute involving gender identity Colin Kaepernick accuses NFL of'colluding' against Macklemore amid'Free Palestine' controversy Virginia Governor Abigail Spanberger quietly rolls back Youngkin's plans to protect girls' sports Human vs. ChatGPT NFL Week 2 betting picks: AI looks to rebound after disastrous 0-5 debut Claire Valdez's platform would represent Mexico, not US: Rep Anna Paulina Luna Trump calls Lindsay Clancy trial'very sad' after holdout juror speaks out Sorority member suing Kappa Kappa Gamma over trans member says women were'promised a sisterhood' Mike Pompeo warns: 'America needs to reject this' Dean Cain says Trump admin's'Million Dollar Pitch Competition' celebrates innovation Activity at Iran nuclear site draws Trump warning: Don't'get cute' Activity at Iran nuclear site draws Trump warning: Don't'get cute' OutKick'He's Dust': Ole Miss students rip Lane Kiffin as LSU coach prepares for hatred in Oxford But that doesn't mean the animosity toward their former head coach in Oxford has to simmer down before kickoff. It took me around five minutes of traversing campus to start hearing the banter about the guy who used to roam the Rebels' sidelines for six years. This page may contain affiliate links to legal sports betting partners. If you sign up or place a wager, FOX News may be compensated.

Mother Jones' WNBA'trans panic' story shows what happens when activism masquerades as journalism'A win is a win' says athlete who didn't let a little diarrhea keep her from finishing in first place Kansas City Chiefs' roster concerns linger as they host the Denver Broncos on Monday Night Football Florida State fires AD Michael Alford, as Mike Norvell's seat reaches a boiling point in Tallahassee Madison Beer's bid to become the NFL's next Taylor Swift hits road bump, Browns are a mess & a Daejon Love fan WWE broadcaster believes'the pieces are all in place' for an upset as Penta challenges Roman Reigns for title Denny Hamlin says forward-facing sonar in professional bass fishing has gone'a little overboard' NASCAR driver says quiet part out loud about Sophie Cunningham, the WNBA looks even worse & car goes airborne! Rams' Sean McVay reveals wife's reality check after mulling media jump following losing season in 2022 Caitlin Clark says she and Angel Reese have'always been friends' after winning FIBA Women's World Cup Marc Thiessen warns US is in an'AI arms race' with China Charlie Kirk monument artist'protecting it from evil' after previous statue vandalized twice Army launches'field tested' campaign Vance reveals US has'engaged in direct conversations' with Houthis If half of what AI leaders are saying is true, it's scary stuff: David Asman US declassifies footage of downed airman's rescue in Iran OutKick Ella Langley, distractions and Lane Kiffin: Pete Golding calls Ole Miss-LSU'high school homecoming' He literally said in that press conference yesterday and took the attention off him and said, 'No, the players want this. For somebody to come out of nowhere and join our roster. Don't blame, don't blame me. Like the leadership committee said, we wanted this.'

If this hasn't been said before, it should've been -- you can't hide in the bushes at a bachelorette pool party Shakira cranks up the heat with a World Cup song that has people dancing, buy Elvis' rhinestone jock & BBQ UCF graduates clobber commencement speaker with boos after she says AI is the'next Industrial Revolution' Hang gliding Lookout Mountain: What it's really like to be aero-towed 1,700 feet above Georgia Paige Spiranac and her mom stun the internet, Lane Kiffin's incredible shot at Ole Miss & the NFL did it again Maggie Sajak appears at Savannah Bananas game as Jackson Olson's girlfriend, e-bike near death & MEAT! Mike Pompeo: I've never seen anyone colder, more ruthless than Xi Jinping Trump to press Xi to'open up' China as tech CEOs join key summit South Carolina AG on overturned Murdaugh conviction: 'We have time to try him again' Former CDC director says'outside scientists' might have influenced COVID-19 origins findings Dr. Fauci's role in COVID cover-up was'INTENTIONAL,' CIA whistleblower says CIA calls COVID whistleblower hearing'political theater' in new statement Sen. Moreno warns Chinese cars pose data risks, could devastate US auto industry Olivia Dunne and her Baywatch co-stars are gearing up for a big season while Miller Lite continues to raise the bar. Fox News Flash top sports headlines are here. Check out what's clicking on FoxNews.com. We're halfway to June, somehow, and that means ... well, it means very little. It's a pretty slow(ish) time of year, which is fine with me.

We present MA-RAG, a Multi-Agent framework for Retrieval-Augmented Generation (RAG) that addresses the inherent ambiguities and reasoning challenges in complex information-seeking tasks. Unlike conventional RAG methods that rely on end-to-end fine-tuning or isolated component enhancements, MA-RAG orchestrates a collaborative set of specialized AI agents: Planner, Step Definer, Extractor, and QA Agents, each responsible for a distinct stage of the RAG pipeline. By decomposing tasks into subtasks such as query disambiguation, evidence extraction, and answer synthesis, and enabling agents to communicate intermediate reasoning via chain-of-thought prompting, MA-RAG progressively refines retrieval and synthesis while maintaining modular interpretability. Extensive experiments on multi-hop and ambiguous QA benchmarks, including NQ, HotpotQA, 2WikimQA, and TriviaQA, demonstrate that MA-RAG significantly outperforms standalone LLMs and existing RAG methods across all model scales. Notably, even a small LLaMA3-8B model equipped with MA-RAG surpasses larger standalone LLMs, while larger variants (LLaMA3-70B and GPT-4o-mini) set new state-of-the-art results on challenging multi-hop datasets. Ablation studies reveal that both the planner and extractor agents are critical for multi-hop reasoning, and that high-capacity models are especially important for the QA agent to synthesize answers effectively. Beyond general-domain QA, MA-RAG generalizes to specialized domains such as medical QA, achieving competitive performance against domain-specific models without any domain-specific fine-tuning. Our results highlight the effectiveness of collaborative, modular reasoning in retrieval-augmented systems: MA-RAG not only improves answer accuracy and robustness but also provides interpretable intermediate reasoning steps, establishing a new paradigm for efficient and reliable multi-agent RAG.

Quantification of brain atrophy currently requires visual rating scales which are time consuming and automated brain image analysis is warranted. We validated our automated deep learning (DL) tool measuring the Global Cerebral Atrophy (GCA) score against trained human raters, and associations with age and cognitive impairment, in representative older (>65 years) patients. CT-brain scans were obtained from patients in acute medicine (ORCHARD-EPR), acute stroke (OCS studies) and a legacy sample. Scans were divided in a 60/20/20 ratio for training, optimisation and testing. CT-images were assessed by two trained raters (rater-1=864 scans, rater-2=20 scans). Agreement between DL tool-predicted GCA scores (range 0-39) and the visual ratings was evaluated using mean absolute error (MAE) and Cohen's weighted kappa. Among 864 scans (ORCHARD-EPR=578, OCS=200, legacy scans=86), MAE between the DL tool and rater-1 GCA scores was 3.2 overall, 3.1 for ORCHARD-EPR, 3.3 for OCS and 2.6 for the legacy scans and half had DL-predicted GCA error between -2 and 2. Inter-rater agreement was Kappa=0.45 between the DL-tool and rater-1, and 0.41 between the tool and rater- 2 whereas it was lower at 0.28 for rater-1 and rater-2. There was no difference in GCA scores from the DL-tool and the two raters (one-way ANOVA, p=0.35) or in mean GCA scores between the DL-tool and rater-1 (paired t-test, t=-0.43, p=0.66), the tool and rater-2 (t=1.35, p=0.18) or between rater-1 and rater-2 (t=0.99, p=0.32). DL-tool GCA scores correlated with age and cognitive scores (both p<0.001). Our DL CT-brain analysis tool measured GCA score accurately and without user input in real-world scans acquired from older patients. Our tool will enable extraction of standardised quantitative measures of atrophy at scale for use in health data research and will act as proof-of-concept towards a point-of-care clinically approved tool.

Large annotated datasets are vital for training segmentation models, but pixel-level labeling is time-consuming, error-prone, and often requires scarce expert annotators, especially in medical imaging. In contrast, coarse annotations are quicker, cheaper, and easier to produce, even by non-experts. In this paper, we propose to use coarse drawings from both positive (target) and negative (background) classes in the image, even with noisy pixels, to train a convolutional neural network (CNN) for semantic segmentation. We present a method for learning the true segmentation label distributions from purely noisy coarse annotations using two coupled CNNs. The separation of the two CNNs is achieved by high fidelity with the characters of the noisy training annotations. We propose to add a complementary label learning that encourages estimating negative label distribution. To illustrate the properties of our method, we first use a toy segmentation dataset based on MNIST. We then present the quantitative results of experiments using publicly available datasets: Cityscapes dataset for multi-class segmentation, and retinal images for medical applications. In all experiments, our method outperforms state-of-the-art methods, particularly in the cases where the ratio of coarse annotations is small compared to the given dense annotations.